From Narratology To Computational Story Composition And Back

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From Narratology to Computational Story Composition and Back

Author : L. Berov
Publisher : IOS Press
ISBN 13 : 1643683837
Total Pages : 362 pages
Book Rating : 4.6/5 (436 download)

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Book Synopsis From Narratology to Computational Story Composition and Back by : L. Berov

Download or read book From Narratology to Computational Story Composition and Back written by L. Berov and published by IOS Press. This book was released on 2023-03-10 with total page 362 pages. Available in PDF, EPUB and Kindle. Book excerpt: Although both deal with narratives, the two disciplines of Narrative Theory (NT) and Computational Story Composition (CSC) rarely exchange insights and ideas or engage in collaborative research. The former has its roots in the humanities, and attempts to analyze literary texts to derive an understanding of the concept of narrative. The latter is in the domain of Artificial Intelligence, and investigates the autonomous composition of fictional narratives in a way that could be deemed creative. The two disciplines employ different research methodologies at contradistinct levels of abstraction, making simultaneous research difficult, while a close exchange between the two disciplines would undoubtedly be desirable, not least because of the complementary approach to their object of study. This book, From Narratology to Computational Story Composition and Back, describes an exploratory study in generative modeling, a research methodology proposed to address the methodological differences between the two disciplines and allow for simultaneous NT and CSC research. It demonstrates how implementing narratological theories as computational, generative models can lead to insights for NT, and how grounding computational representations of narrative in NT can help CSC systems to take over creative responsibilities. It is the interplay of these two strands that underscores the feasibility and utility of generative modeling. The book is divided into 6 chapters: an introduction, followed by chapters on plot, fictional characters, plot quality estimation, and computational creativity, wrapped up by a conclusion. The book will be of interest to all those working in the fields of narrative theory and computational creativity.

From Narratology to Computational Story Composition and Back

Author : Leonid Berov
Publisher :
ISBN 13 : 9783898387699
Total Pages : 0 pages
Book Rating : 4.3/5 (876 download)

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Book Synopsis From Narratology to Computational Story Composition and Back by : Leonid Berov

Download or read book From Narratology to Computational Story Composition and Back written by Leonid Berov and published by . This book was released on 2023 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Computational Modeling of Narrative

Author : Inderjeet Mani
Publisher : Morgan & Claypool Publishers
ISBN 13 : 1608459810
Total Pages : 145 pages
Book Rating : 4.6/5 (84 download)

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Book Synopsis Computational Modeling of Narrative by : Inderjeet Mani

Download or read book Computational Modeling of Narrative written by Inderjeet Mani and published by Morgan & Claypool Publishers. This book was released on 2013 with total page 145 pages. Available in PDF, EPUB and Kindle. Book excerpt: The field of narrative (or story) understanding and generation is one of the oldest in natural language processing (NLP) and artificial intelligence (AI), which is hardly surprising, since storytelling is such a fundamental and familiar intellectual and social activity. In recent years, the demands of interactive entertainment and interest in the creation of engaging narratives with life-like characters have provided a fresh impetus to this field. This book provides an overview of the principal problems, approaches, and challenges faced today in modeling the narrative structure of stories. The book introduces classical narratological concepts from literary theory and their mapping to computational approaches. It demonstrates how research in AI and NLP has modeled character goals, causality, and time using formalisms from planning, case-based reasoning, and temporal reasoning, and discusses fundamental limitations in such approaches. It proposes new representations for embedded narratives and fictional entities, for assessing the pace of a narrative, and offers an empirical theory of audience response. These notions are incorporated into an annotation scheme called NarrativeML. The book identifies key issues that need to be addressed, including annotation methods for long literary narratives, the representation of modality and habituality, and characterizing the goals of narrators. It also suggests a future characterized by advanced text mining of narrative structure from large-scale corpora and the development of a variety of useful authoring aids. This is the first book to provide a systematic foundation that integrates together narratology, AI, and computational linguistics. It can serve as a narratology primer for computer scientists and an elucidation of computational narratology for literary theorists. It is written in a highly accessible manner and is intended for use by a broad scientific audience that includes linguists (computational and formal semanticists), AI researchers, cognitive scientists, computer scientists, game developers, and narrative theorists.

Flexible Workflows

Author : L. Grumbach
Publisher : IOS Press
ISBN 13 : 1643683977
Total Pages : 340 pages
Book Rating : 4.6/5 (436 download)

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Book Synopsis Flexible Workflows by : L. Grumbach

Download or read book Flexible Workflows written by L. Grumbach and published by IOS Press. This book was released on 2023-07-07 with total page 340 pages. Available in PDF, EPUB and Kindle. Book excerpt: Traditional workflow management systems support the fulfillment of business tasks by providing guidance along a predefined workflow model. Due to the shift from mass production to customization, flexibility has become important in recent decades, but the various approaches to workflow flexibility either require extensive knowledge acquisition and modeling, or active intervention during execution. Pursuing flexibility by deviation compensates for these disadvantages by allowing alternative paths of execution at run time without requiring adaptation to the workflow model. This work, Flexible Workflows: A Constraint- and Case-Based Approach, proposes a novel approach to flexibility by deviation, the aim being to provide support during the execution of a workflow by suggesting items based on predefined strategies or experiential knowledge, even in case of deviations. The concepts combine two familiar methods from the field of AI - constraint satisfaction problem solving, and process-oriented case-based reasoning. The combined model increases the capacity for flexibility. The experimental evaluation of the approach consisted of a simulation involving several types of participant in the domain of deficiency management in construction. The book contains 7 chapters covering foundations; domains and potentials; prerequisites; constraint based workflow engine; case based deviation management; prototype; and evaluation, together with an introduction, a conclusion and 3 appendices. Demonstrating high utility values and the promise of wide applicability in practice, as well as the potential for an investigation into the transfer of the approach to other domains, the book will be of interest to all those whose work involves workflow management systems.

Post-Narratology Through Computational and Cognitive Approaches

Author : Ogata, Takashi
Publisher : IGI Global
ISBN 13 : 152257980X
Total Pages : 521 pages
Book Rating : 4.5/5 (225 download)

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Book Synopsis Post-Narratology Through Computational and Cognitive Approaches by : Ogata, Takashi

Download or read book Post-Narratology Through Computational and Cognitive Approaches written by Ogata, Takashi and published by IGI Global. This book was released on 2019-02-01 with total page 521 pages. Available in PDF, EPUB and Kindle. Book excerpt: Studying narratives is an ideal method to gain a good understanding of how various aspects of human information are organized and integrated. The concept and methods of a narrative, which have been explored in narratology and literary theories, are likely to be connected with contemporary information studies in the future, including those in computational fields such as AI, and in cognitive science. This will result in the emergence of a significant conceptual and methodological foundation for various technologies of novel contents, media, human interface, etc. Post-Narratology Through Computational and Cognitive Approaches explores the new possibilities and directions of narrative-related technologies and theories and their implications on the innovative design, development, and creation of future media and contents (such as automatic narrative or story generation systems) through interdisciplinary approaches to narratology that are dependent on computational and cognitive studies. While highlighting topics including artificial intelligence, narrative analysis, and rhetoric generation, this book is ideally designed for designers, creators, developers, researchers, and advanced-level students.

Computational and Cognitive Approaches to Narratology

Author : Ogata, Takashi
Publisher : IGI Global
ISBN 13 : 1522504338
Total Pages : 467 pages
Book Rating : 4.5/5 (225 download)

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Book Synopsis Computational and Cognitive Approaches to Narratology by : Ogata, Takashi

Download or read book Computational and Cognitive Approaches to Narratology written by Ogata, Takashi and published by IGI Global. This book was released on 2016-07-15 with total page 467 pages. Available in PDF, EPUB and Kindle. Book excerpt: Studying narratives is often the best way to gain a good understanding of how various aspects of human information are organized and integrated—the narrator employs specific informational methods to build the whole structure of a narrative through combining temporally constructed events in light of an array of relationships to the narratee and these methods reveal the interaction of the rational and the sensitive aspects of human information. Computational and Cognitive Approaches to Narratology discusses issues of narrative-related information and communication technologies, cognitive mechanism and analyses, and theoretical perspectives on narratives and the story generation process. Focusing on emerging research as well as applications in a variety of fields including marketing, philosophy, psychology, art, and literature, this timely publication is an essential reference source for researchers, professionals, and graduate students in various information technology, cognitive studies, design, and creative fields.

The Theory of Narrative Thought

Author : Lee Roy Beach
Publisher : Cambridge Scholars Publishing
ISBN 13 : 1527581632
Total Pages : 210 pages
Book Rating : 4.5/5 (275 download)

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Book Synopsis The Theory of Narrative Thought by : Lee Roy Beach

Download or read book The Theory of Narrative Thought written by Lee Roy Beach and published by Cambridge Scholars Publishing. This book was released on 2022-02-25 with total page 210 pages. Available in PDF, EPUB and Kindle. Book excerpt: The renowned naturalist, Loren Eisely, observed that we humans have given up the “certainty of the animal that what it senses is exactly there in the shape the eye beholds.” The big question is, what did we get in return? This book provides a convincing answer to this question, arguing that, instead of recording reality, your brain uses your experience to create a story, a narrative, about how what happened to you in the past led to what is happening to you now. This narrative is your private reality. The book continues by showing how replacing recorded reality with private narrative enabled humans to anticipate the fundamentally unknowable immediate and remote future and expose potential threats. It then shows how private narrative enabled complex thought and communication with others. Drawing upon a wide range of research, the book provides a stimulating new way of viewing human experience, thinking, communicating, and action.

Narrative Discourse

Author : Gérard Genette
Publisher : Cornell University Press
ISBN 13 : 9780801492594
Total Pages : 292 pages
Book Rating : 4.4/5 (925 download)

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Book Synopsis Narrative Discourse by : Gérard Genette

Download or read book Narrative Discourse written by Gérard Genette and published by Cornell University Press. This book was released on 1980 with total page 292 pages. Available in PDF, EPUB and Kindle. Book excerpt: Genette uses Proust's Remembrance of Things Past as a work to identify and name the basic constituents and techniques of narrative. Genette illustrates the examples by referring to other literary works. His systemic theory of narrative deals with the structure of fiction, including fictional devices that go unnoticed and whose implications fulfill the Western narrative tradition.

Interactive Digital Narrative

Author : Hartmut Koenitz
Publisher : Routledge
ISBN 13 : 1317668677
Total Pages : 286 pages
Book Rating : 4.3/5 (176 download)

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Book Synopsis Interactive Digital Narrative by : Hartmut Koenitz

Download or read book Interactive Digital Narrative written by Hartmut Koenitz and published by Routledge. This book was released on 2015-04-10 with total page 286 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book is concerned with narrative in digital media that changes according to user input—Interactive Digital Narrative (IDN). It provides a broad overview of current issues and future directions in this multi-disciplinary field that includes humanities-based and computational perspectives. It assembles the voices of leading researchers and practitioners like Janet Murray, Marie-Laure Ryan, Scott Rettberg and Martin Rieser. In three sections, it covers history, theoretical perspectives and varieties of practice including narrative game design, with a special focus on changes in the power relationship between audience and author enabled by interactivity. After discussing the historical development of diverse forms, the book presents theoretical standpoints including a semiotic perspective, a proposal for a specific theoretical framework and an inquiry into the role of artificial intelligence. Finally, it analyses varieties of current practice from digital poetry to location-based applications, artistic experiments and expanded remakes of older narrative game titles.

Routledge Encyclopedia of Narrative Theory

Author : David Herman
Publisher : Routledge
ISBN 13 : 1134458401
Total Pages : 728 pages
Book Rating : 4.1/5 (344 download)

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Book Synopsis Routledge Encyclopedia of Narrative Theory by : David Herman

Download or read book Routledge Encyclopedia of Narrative Theory written by David Herman and published by Routledge. This book was released on 2010-06-10 with total page 728 pages. Available in PDF, EPUB and Kindle. Book excerpt: The past several decades have seen an explosion of interest in narrative, with this multifaceted object of inquiry becoming a central concern in a wide range of disciplinary fields and research contexts. As accounts of what happened to particular people in particular circumstances and with specific consequences, stories have come to be viewed as a basic human strategy for coming to terms with time, process, and change. However, the very predominance of narrative as a focus of interest across multiple disciplines makes it imperative for scholars, teachers, and students to have access to a comprehensive reference resource.

Possible Worlds, Artificial Intelligence, and Narrative Theory

Author : Marie-Laure Ryan
Publisher : Indiana University Press
ISBN 13 : 9780253350046
Total Pages : 310 pages
Book Rating : 4.3/5 (5 download)

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Book Synopsis Possible Worlds, Artificial Intelligence, and Narrative Theory by : Marie-Laure Ryan

Download or read book Possible Worlds, Artificial Intelligence, and Narrative Theory written by Marie-Laure Ryan and published by Indiana University Press. This book was released on 1991 with total page 310 pages. Available in PDF, EPUB and Kindle. Book excerpt: In this important contribution to narrative theory, Marie-Laure Ryan applies insights from artificial intelligence and the theory of possible worlds to the study of narrative and fiction. For Ryan, the theory of possible worlds provides a more nuanced way of discussing the commonplace notion of a fictional "world," while artificial intelligence contributes to narratology and the theory of fiction directly via its researches into the congnitive processes of texts and automatic story generation. Although Ryan applies exotic theories to the study of narrative and to fiction, her book maintains a solid basis in literary theory and makes the formal models developed by AI researchers accessible to the student of literature. By combining the philosophical background of possible world theory with models inspired by AI, the book fulfills a pressing need in narratology for new paradigms and an interdisciplinary perspective.

Narratology

Author : Mieke Bal
Publisher :
ISBN 13 : 9780802007599
Total Pages : 254 pages
Book Rating : 4.0/5 (75 download)

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Book Synopsis Narratology by : Mieke Bal

Download or read book Narratology written by Mieke Bal and published by . This book was released on 1997 with total page 254 pages. Available in PDF, EPUB and Kindle. Book excerpt: Since its first publication in English in 1985, Mieke Bal's "Narratology" has become a classic introduction to the major elements comprising a comprehensive theory of narrative texts. In this second edition Professor Bal broadens the spectrum of her theoretical model, updating the chapters on literary narrative and adding new examples from outside of the field of literary studies. Some specific additions include discussions on dialogue in narrative, translation as transformation (including intermedia translation), intertextuality, interdiscursivity, and the place of the subject in narratology. Two new chapters, one on visualization and visual narrative with examples from art and film and the other an examination of anthropological views of narrative, lead Bal to conclude with a re-evaluation of narratology in light of its applications outside the realm of the literary.

Narrative Intelligence

Author : Michael Mateas
Publisher : John Benjamins Publishing
ISBN 13 : 9027297061
Total Pages : 350 pages
Book Rating : 4.0/5 (272 download)

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Book Synopsis Narrative Intelligence by : Michael Mateas

Download or read book Narrative Intelligence written by Michael Mateas and published by John Benjamins Publishing. This book was released on 2003-02-27 with total page 350 pages. Available in PDF, EPUB and Kindle. Book excerpt: Narrative Intelligence (NI) — the confluence of narrative, Artificial Intelligence, and media studies — studies, models, and supports the human use of narrative to understand the world. This volume brings together established work and founding documents in Narrative Intelligence to form a common reference point for NI researchers, providing perspectives from computational linguistics, agent research, psychology, ethology, art, and media theory. It describes artificial agents with narratively structured behavior, agents that take part in stories and tours, systems that automatically generate stories, dramas, and documentaries, and systems that support people telling their own stories. It looks at how people use stories, the features of narrative that play a role in how people understand the world, and how human narrative ability may have evolved. It addresses meta-issues in NI: the history of the field, the stories AI researchers tell about their research, and the effects those stories have on the things they discover. (Series B)

The Principles and Practice of Narrative Medicine

Author : Rita Charon
Publisher : Oxford University Press
ISBN 13 : 0199360197
Total Pages : 361 pages
Book Rating : 4.1/5 (993 download)

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Book Synopsis The Principles and Practice of Narrative Medicine by : Rita Charon

Download or read book The Principles and Practice of Narrative Medicine written by Rita Charon and published by Oxford University Press. This book was released on 2017 with total page 361 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Principles and Practice of Narrative Medicine articulates the ideas, methods, and practices of narrative medicine. Written by the originators of the field, this book provides the authoritative starting place for any clinicians or scholars committed to learning of and eventually teaching or practicing narrative medicine.

Circles Disturbed

Author : Apostolos Doxiadis
Publisher : Princeton University Press
ISBN 13 : 1400842689
Total Pages : 593 pages
Book Rating : 4.4/5 (8 download)

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Book Synopsis Circles Disturbed by : Apostolos Doxiadis

Download or read book Circles Disturbed written by Apostolos Doxiadis and published by Princeton University Press. This book was released on 2012-03-18 with total page 593 pages. Available in PDF, EPUB and Kindle. Book excerpt: Why narrative is essential to mathematics Circles Disturbed brings together important thinkers in mathematics, history, and philosophy to explore the relationship between mathematics and narrative. The book's title recalls the last words of the great Greek mathematician Archimedes before he was slain by a Roman soldier—"Don't disturb my circles"—words that seem to refer to two radically different concerns: that of the practical person living in the concrete world of reality, and that of the theoretician lost in a world of abstraction. Stories and theorems are, in a sense, the natural languages of these two worlds—stories representing the way we act and interact, and theorems giving us pure thought, distilled from the hustle and bustle of reality. Yet, though the voices of stories and theorems seem totally different, they share profound connections and similarities. A book unlike any other, Circles Disturbed delves into topics such as the way in which historical and biographical narratives shape our understanding of mathematics and mathematicians, the development of "myths of origins" in mathematics, the structure and importance of mathematical dreams, the role of storytelling in the formation of mathematical intuitions, the ways mathematics helps us organize the way we think about narrative structure, and much more. In addition to the editors, the contributors are Amir Alexander, David Corfield, Peter Galison, Timothy Gowers, Michael Harris, David Herman, Federica La Nave, G.E.R. Lloyd, Uri Margolin, Colin McLarty, Jan Christoph Meister, Arkady Plotnitsky, and Bernard Teissier.

Towards a 'Natural' Narratology

Author : Monika Fludernik
Publisher : Routledge
ISBN 13 : 1134802595
Total Pages : 362 pages
Book Rating : 4.1/5 (348 download)

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Book Synopsis Towards a 'Natural' Narratology by : Monika Fludernik

Download or read book Towards a 'Natural' Narratology written by Monika Fludernik and published by Routledge. This book was released on 2002-11 with total page 362 pages. Available in PDF, EPUB and Kindle. Book excerpt: In this ground breaking work of synthesis, Monika Fludernik combines insights from literary theory and linguistics to provide a challenging new theory of narrative. This book is both an historical survey and theoretical study, with the author drawing on an enormous range of examples from the earliest oral study to contemporary experimental fiction. She uses these examples to prove that recent literature, far from heralding the final collapse of narrative, represents the epitome of a centuries long developmental process.

Efficient Frequent Subtree Mining Beyond Forests

Author : P. Welke
Publisher : IOS Press
ISBN 13 : 164368079X
Total Pages : 190 pages
Book Rating : 4.6/5 (436 download)

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Book Synopsis Efficient Frequent Subtree Mining Beyond Forests by : P. Welke

Download or read book Efficient Frequent Subtree Mining Beyond Forests written by P. Welke and published by IOS Press. This book was released on 2020-06-02 with total page 190 pages. Available in PDF, EPUB and Kindle. Book excerpt: A common paradigm in distance-based learning is to embed the instance space into a feature space equipped with a metric and define the dissimilarity between instances by the distance of their images in the feature space. Frequent connected subgraphs are sometimes used to define such feature spaces if the instances are graphs, but identifying the set of frequent connected subgraphs and subsequently computing embeddings for graph instances is computationally intractable. As a result, existing frequent subgraph mining algorithms either restrict the structural complexity of the instance graphs or require exponential delay between the output of subsequent patterns, meaning that distance-based learners lack an efficient way to operate on arbitrary graph data. This book presents a mining system that gives up the demand on the completeness of the pattern set, and instead guarantees a polynomial delay between subsequent patterns. To complement this, efficient methods devised to compute the embedding of arbitrary graphs into the Hamming space spanned by the pattern set are described. As a result, a system is proposed that allows the efficient application of distance-based learning methods to arbitrary graph databases. In addition to an introduction and conclusion, the book is divided into chapters covering: preliminaries; related work; probabilistic frequent subtrees; boosted probabilistic frequent subtrees; and fast computation, with a further two chapters on Hamiltonian path for cactus graphs and Poisson binomial distribution.